MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49101 |
Active MCP
Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
|
— | ||||||||
| 49102 |
yfinance-mcp-server
Claim
Enables retrieval of historical stock data from Yahoo Finance through a simple …
|
— | ||||||||
| 49103 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
|
— | ||||||||
| 49104 |
MaxCompute MCP Server
Claim
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
|
— | ||||||||
| 49105 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
|
— | ||||||||
| 49106 |
Award Travel Finder
Claim
Search award flight availability, points pricing, and status matches from your …
|
— | ||||||||
| 49107 |
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
|
— | ||||||||
| 49108 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
|
— | ||||||||
| 49109 |
mysql-mcp-server
Claim
Provides read-only access to MySQL database schema and sample data, offering to…
|
— | ||||||||
| 49110 |
Cozi MCP Server
Claim
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
|
— | ||||||||
| 49111 |
Filesys
Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
|
— | ||||||||
| 49112 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
|
— | ||||||||
| 49113 |
RPGMakerUltimate-MCP
Claim
Model Context Protocol server for RPG Maker MV project management. Provides 102…
|
— | ||||||||
| 49114 |
Git MCP Server
Claim
Enables git repository operations through REST endpoints, providing access to r…
|
— | ||||||||
| 49115 |
Overseerr MCP
Claim
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
|
— | ||||||||
| 49116 |
SenderKit
Claim
Build and send email, SMS, and push straight from your AI agent.
|
— | ||||||||
| 49117 |
Ladislav Hejdánek
Claim
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
|
— | ||||||||
| 49118 |
macuse
Claim
Bridges AI assistants with native macOS functionality through the Model Context…
|
— | ||||||||
| 49119 |
Award Flight Daily
Claim
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
|
— | ||||||||
| 49120 |
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
|
— | ||||||||
| 49121 |
PDBe MCP Servers
Claim
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
|
— | ||||||||
| 49122 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
|
— | ||||||||
| 49123 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
|
— | ||||||||
| 49124 |
public_promo
Claim
|
— | ||||||||
| 49125 |
Enables comprehensive file and document operations including image compression,…
|
— | ||||||||
| 49126 |
RAG MCP Server
Claim
A RAG knowledge base MCP server that adds vector search and reranking capabilit…
|
— | ||||||||
| 49127 |
gopher
Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
|
— | ||||||||
| 49128 |
HT MCP Server
Claim
Enables AI assistants to programmatically control interactive terminal applicat…
|
— | ||||||||
| 49129 |
tech-icons
Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
|
— | ||||||||
| 49130 |
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
|
— | ||||||||
| 49131 |
AWS Notebook Runner MCP
Claim
Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…
|
— | ||||||||
| 49132 |
PDF to PNG Converter MCP
Claim
Enables Claude Code to convert PDF files to high-quality PNG images, download a…
|
— | ||||||||
| 49133 |
kit-mcp
Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
|
— | ||||||||
| 49134 |
Provides a standardized interface for interacting with Contentful's tools and s…
|
— | ||||||||
| 49135 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
|
— | ||||||||
| 49136 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
|
— | ||||||||
| 49137 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
|
— | ||||||||
| 49138 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
|
— | ||||||||
| 49139 |
TrueCal
Claim
Use TrueCal from AI agents to review progress, meals, targets, trends, and supp…
|
— | ||||||||
| 49140 |
checkyourself
Claim
Local-first production-readiness audit for AI-built apps: read-only checks, an …
|
— | ||||||||
| 49141 |
Chamade
Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
|
— | ||||||||
| 49142 |
macos-control-mcp
Claim
Give AI agents eyes and hands on macOS.
|
— | ||||||||
| 49143 |
apiverket-mcp
Claim
Query Swedish public data through Apiverket, including company data, SCB statis…
|
— | ||||||||
| 49144 |
ebony-enriching
Claim
Enables managing research-in-flight as a lab notebook with proposals, experimen…
|
— | ||||||||
| 49145 |
elevenlabs-call-mcp
Claim
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
|
— | ||||||||
| 49146 |
Rally MCP Server
Claim
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
|
— | ||||||||
| 49147 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
|
— | ||||||||
| 49148 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
|
— | ||||||||
| 49149 |
Eli
Claim
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up dr…
|
— | ||||||||
| 49150 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
|
— | ||||||||